A method, comprising receiving at least one of a signal relating to a first cardiac activity and a signal relating to a first body movement from a patient; triggering at least one of a test of the patient's responsiveness, awareness, a second cardiac activity, a second body movement, a spectral analysis test of the second cardiac activity, and a spectral analysis test of the second body movement, based on at least one of the signal relating to the first cardiac activity and the signal relating to the first body movement; determining an occurrence of an epileptic event based at least in part on said one or more triggered tests; and performing a further action in response to said determination of said occurrence of said epileptic event. Further methods allow classification of epileptic events. Apparatus and systems capable of implementing the method.
Legal claims defining the scope of protection, as filed with the USPTO.
1. A method, comprising: receiving via one or more processors of a medical device a signal indicative of a patient's dermal activity; receiving via the one or more processors of the medical device at least one of a kinetic signal indicative of a patient's kinetic activity and a cardiac signal indicative of a patient's cardiac activity; determining via the one or more processors of the medical device a dermal activity and a dermal activity feature from the signal indicative of the patient's dermal activity, and determining at least one of a kinetic feature from the kinetic signal and a cardiac feature from the cardiac signal; detecting via the one or more processors of the medical device an onset of a seizure based on a change in the dermal activity and at least one of the kinetic feature and the cardiac feature indicative of the onset of the seizure; performing a further action in response to the detection of the onset of the seizure; and classifying an occurrence of the seizure, based at least in part on the change in the dermal activity feature, the patient's cardiac activity, or the patient's kinetic activity; wherein the classification includes determining that the occurrence of the seizure is: an epileptic seizure or a non-epileptic seizure; a partial seizure or a partial complex seizure; and a partial seizure or a generalized seizure.
2. The method of claim 1 , wherein the further action comprises one or more of logging an occurrence of the onset of the seizure; logging a time of the occurrence of the onset of the seizure; logging a date of the occurrence of the onset of the seizure; logging a result of the classification of the seizure; providing at least one of a warning, an alarm or an alert to the patient, a caregiver or a health care provider; providing a therapy to prevent, abort, reduce a severity, or reduce a duration of the seizure; assessing at least one of an awareness or responsiveness of the patient during the seizure; assessing a severity of the seizure; determining an end of the seizure; determining a beginning of a post-ictal period; determining an end of the post-ictal period; and assessing a patient's post-ictal impairment or recovery from the seizure where the further action is logged into a memory.
3. The method of claim 1 , wherein the patient's cardiac activity is one of a heart rate, a heart rate variability, a heart beat morphology, a heart sound, or a thoracic chest wall deflection caused by a heart's apex.
4. The method of claim 1 , wherein the signal indicative of the patient's cardiac activity is provided by at least one of a force transducer, an electrocardiogram (EKG) signal, a phonocardiogram (PKG) signal, an apexcardiography signal, a blood pressure signal, and an echocardiography signal.
5. The method of claim 1 , wherein the signal indicative of the patient's kinetic activity is provided by at least one of an accelerometer, an inclinometer, an actigraph, an imaging system, a dynamometer, a gyroscope, or an electromyogram (EMG).
6. The method of claim 1 , wherein the signal indicative of the patient's dermal activity is provided by at least one of a skin resistance sensor, a skin temperature sensor, a skin blood flow sensor, or a skin sweat gland activity sensor.
7. The method of claim 1 , further comprising classifying an epileptic event based upon at least one of the patient's cardiac activity, a body movement or movement force data, or the patient's dermal activity.
8. A method, comprising: receiving via one or more processors of a medical device at least one of a kinetic signal indicative of a patient's kinetic activity and a cardiac signal indicative of a patient's cardiac activity; determining via the one or more processors of the medical device at least one of a kinetic feature from the kinetic signal and a cardiac feature from the cardiac signal; detecting via the one or more processors of the medical device an onset of a seizure based on the at least one of a change in the kinetic feature and a change in the cardiac feature; classifying an occurrence of the seizure, based at least in part on the kinetic feature or the cardiac feature; and performing a further action in response to at least one of: a detection of an impending seizure and the onset of the seizure; wherein the classification includes determining that the occurrence of the seizure is: an epileptic seizure or a non-epileptic seizure; a partial seizure or a partial complex seizure; and a partial seizure or a generalized seizure.
9. The method of claim 8 , further comprising: performing the further action in response to the detection of the seizure, wherein the further action comprises one or more of: logging an occurrence of the onset of the seizure; logging a time of the occurrence of the onset of the seizure; logging a date of the occurrence of the onset of the seizure; logging a result of the classification of the seizure; providing at least one of a warning, an alarm or an alert to the patient, a caregiver or a health care provider; providing a therapy to prevent, abort, reduce a severity, or reduce a duration of the seizure; assessing at least one of an awareness or responsiveness of the patient during the seizure; assessing a severity of the seizure; determining an end of the seizure; determining a beginning of a post-ictal period; determining an end of the post-ictal period; and assessing a patient's post-ictal impairment or recovery from the seizure.
10. The method of claim 8 , further comprising: performing the further action in response to the classification, wherein the further action comprises one or more of: logging an occurrence of the classified seizure; logging a time of the occurrence of the classified seizure; logging a date of the occurrence of the classified seizure; logging a time for the warning, the alarm or the alert to the patient, the caregiver or the health care provider; logging the provided therapy for the classified seizure; logging the assessment of the awareness or responsiveness of the patient during the classified seizure; logging the assessment of the severity of the classified seizure; logging the end of the classified seizure; logging the beginning of a post-ictal period; logging the end of the post-ictal period; and logging the assessment of the patient's post-ictal impairment or recovery from the classified seizure.
11. The method of claim 8 , wherein the patient's cardiac activity is one of a heart rate, a heart rate variability, a heart beat morphology, a heart sound, or a thoracic chest wall deflection caused by a heart's apex.
12. The method of claim 8 , wherein the signal indicative of the patient's cardiac activity is provided by at least one of an electrocardiogram (EKG) signal, a phonocardiogram (PKG) signal, an apexcardiography signal, a blood pressure signal, and an echocardiography signal.
13. The method of claim 8 , wherein the signal indicative of the patient's kinetic activity is provided by at least one of a force transducer, an accelerometer, an inclinometer, an actigraph, an imaging system, a dynamometer, a gyroscope, or an electromyogram (EMG).
14. The method of claim 8 , wherein classifying an epileptic event is based upon at least one of the patient's cardiac activity or body movement data.
15. A system, comprising: at least one first sensor configured to receive a signal relating to a dermal activity from a patient, at least one second sensor configured to receive at least one of a signal relating to a cardiac activity from the patient or a signal relating to a body movement from the patient, a feature determination unit configured to determine a dermal activity feature from the signal relating to the dermal activity, and at least one of a cardiac activity feature from the signal relating to the cardiac activity and a kinetic activity feature from the signal relating to the kinetic activity, a detection unit configured to receive the dermal activity feature, and at least one of the cardiac activity feature and the kinetic activity feature, from the feature determination unit and determine an onset of an seizure based upon the received activity features; an action unit configured to receive an indication of an occurrence of the seizure from the detection unit and perform an assessment of an awareness or responsiveness of the patient during the seizure and at least one of: logging the occurrence of the seizure; logging a time of the occurrence of the seizure; logging a date of the occurrence of the seizure; providing at least one of a warning, an alarm or an alert to the patient, a caregiver or a health care provider; providing a therapy to prevent, abort, reduce a severity, or reduce a duration of the seizure; assessing a severity of the seizure; determining an end of the seizure; determining a beginning of a post-ictal period; determining an end of the post-ictal period; and assessing a patient's post-ictal impairment or recovery from the seizure; and a classification unit configured to determine that the occurrence of the seizure is: an epileptic seizure or a non-epileptic seizure; a partial seizure or a partial complex seizure; and a partial seizure or a generalized seizure.
16. The system of claim 15 , further comprising a spectral analysis unit configured to generate at least one spectral analysis signal from at least one of a signal relating to a second cardiac activity and a signal relating to a second body movement; and wherein the detection unit is further configured to receive the at least one spectral analysis signal from the spectral analysis unit.
17. The system of claim 15 , wherein the at least one second sensor is selected from an electrocardiogram (EKG) sensor, a phonocardiogram (PKG) sensor, an apexcardiography sensor, a blood pressure sensor, or an echocardiography sensor.
18. The system of claim 15 , wherein the at least one second sensor is selected from a force transducer, an accelerometer sensor, an inclinometer sensor, an actigraph sensor, an imaging system sensor, a dynamometer sensor, a gyroscope sensor, or an electromyogram (EMG) sensor.
19. The system of claim 15 , wherein the at least one first sensor is selected from a skin resistance sensor, a skin temperature sensor, a skin blood flow sensor, or a skin sweat gland activity sensor.
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July 29, 2019
May 18, 2021
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